Gahow Wang 9c105cf05a MB5 PD ablation: controlled-variable reuse/conc redo + campaign tooling ...

Reuse and concurrency axes redone with proper controlled variables, plus
the orchestration used to run them on dash0:

- run_reuse_fixed.sh: hold REAL prefill work (delta) constant, vary only
  cached prefix -> reuse = C/(C+U). Supersedes old fig1 (which held
  input=8192 and sliced prefix out, confounding "more reuse" with "less
  prefill").
- run_conc.sh: agentic-corner config (in=32768, delta=512, reuse=0.984,
  out=128) that exposes PD's structural KV-transfer tax. Supersedes old fig3.
- run_campaign{,2,3}.sh, backfill_d2048o128.sh: serial campaign drivers
  (strictly one driver at a time), out=128 sweeps, PD wall-cap for
  collapse-draining high-reuse arms, and flaked-arm backfill.
- mb5_run_gpu.sh: per-config bring-up / replay / teardown orchestrator.
- plot_pd_crossover.py: render the reuse_compare figures from fig_agg dumps.
- fig_agg.py: tolerate null stats from fully-collapsed arms (0 successes
  write the stat keys as null; `dict.get(k, {})` returns null, not {}).

Data: fig1_reuse_fixed.json, fig1_reuse_d{1024,2048}_o128.json
Figs: reuse_compare_AB.png, reuse_compare_ABC.png

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

2026-06-01 01:03:27 +08:00

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